Genetic Nature of Elemental Contents in Wheat Grains and Its Genomic Prediction: Toward the Effective Use of Wheat Landraces from Afghanistan

Alagu Manickavelu; Tomohiro Hattori; Shuhei Yamaoka; Kazusa Yoshimura; Youichi Kondou; Akio Onogi; Minami Matsui; Hiroyoshi Iwata; Tomohiro Ban

doi:10.1371/journal.pone.0169416

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Research Article

Genetic Nature of Elemental Contents in Wheat Grains and Its Genomic Prediction: Toward the Effective Use of Wheat Landraces from Afghanistan

Alagu Manickavelu ,

Contributed equally to this work with: Alagu Manickavelu, Tomohiro Hattori

Affiliations Plant Genetic Resources Division, Kihara Institute for Biological Research, Yokohama City University, Yokohama, Kanagawa, Japan, Department of Genomic Science, Central University of Kerala, Riverside Transit Campus, Kerala, India
⨯
Tomohiro Hattori ,

Contributed equally to this work with: Alagu Manickavelu, Tomohiro Hattori

Affiliation Department of Agricultural and Environmental Biology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
⨯
Shuhei Yamaoka,

Affiliation Plant Genetic Resources Division, Kihara Institute for Biological Research, Yokohama City University, Yokohama, Kanagawa, Japan
⨯
Kazusa Yoshimura,

Affiliation Department of Agricultural and Environmental Biology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
⨯
Youichi Kondou,

Affiliation College of Science and Engineering, Kanto Gakuin University, Yokohama, Kanagawa, Japan
⨯
Akio Onogi,

Affiliation Department of Agricultural and Environmental Biology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
⨯
Minami Matsui,

Affiliation Centre for Sustainable Resource Sciences, Yokohama, Kanagawa, Japan
⨯
Hiroyoshi Iwata ,

* E-mail: iwata@mail.ecc.u-tokyo.ac.jp

Affiliation Department of Agricultural and Environmental Biology, Graduate School of Agricultural and Life Sciences, The University of Tokyo, Tokyo, Japan
⨯
Tomohiro Ban

Affiliation Plant Genetic Resources Division, Kihara Institute for Biological Research, Yokohama City University, Yokohama, Kanagawa, Japan
⨯

Genetic Nature of Elemental Contents in Wheat Grains and Its Genomic Prediction: Toward the Effective Use of Wheat Landraces from Afghanistan

Alagu Manickavelu,
Tomohiro Hattori,
Shuhei Yamaoka,
Kazusa Yoshimura,
Youichi Kondou,
Akio Onogi,
Minami Matsui,
Hiroyoshi Iwata,
Tomohiro Ban

Published: January 10, 2017
https://doi.org/10.1371/journal.pone.0169416

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